| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Grupo de Visión Artificial y Reconocimiento de Patrones |
| Research lines | Computer Vision, Image Processing, Medical Imaging, Pattern Recognition, Machine Learning |
| Contacto | UDC directory |
| Orcid id0000-0003-1686-7189 | |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Human Machine Interfaces | Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Human Machine Interfaces
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
Defined tutoring by teacher for 2023/2024 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
09:00 a 11:00 |
Virtual (TEAMS) / CITIC |
| 1st quarter |
Wednesday
11:00 a 13:00 |
Virtual (TEAMS) / CITIC |
| 2nd quarter |
Tuesday
09:00 a 11:00 |
Virtual (TEAMS) / CITIC |
| 2nd quarter |
Wednesday
09:00 a 11:00 |
Virtual (TEAMS) / CITIC |
No available EOG works or final master thesis directed by current teacher since 2013 year.
Select merit type and year to query research merits.
Diagnóstico digital: transformando la detección y manejo de pacientes en enfermedades neurovasculares"
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Marcos Ortega Hortas (IP1) / Jorge Novo Buján (IP2) |
| Type | Proyecto Programas Nacionales |
| Dates | From 01/12/2022 to 30/11/2024 |
CUANTIFICACION Y CARACTERIZACION COMPUTACIONAL DE IMAGEN MULTIMODAL OFTALMOLOGICA: ESTUDIOS EN ESCLEROSIS MULTIPLE
| Funding entity | Ministerio de Ciencia e Innovación |
| Main researches | Manuel González Penedo; José Rouco Maseda |
| Type | Proyecto Programas Nacionales |
| Dates | From 03/09/2020 to 31/12/2023 |
Herramienta de Análisis de la Membrana Epirretiniana en Imágenes OCT - HAMER-OCT
| Type | Software Registrado |
| Entity | Universidade da Coruña |
| Authors | Joaquim de Moura, Jorge Novo Buján, Marcos Ortega Hortas, J. Rouco, M. Gende |
| Application date | 31/03/2022 |
| Approval date | 31/03/2022 |
A new generative approach for optical coherence tomography data scarcity: unpaired mutual conversion between scanning presets
| Authors | M. Gende, J. de Moura, J. Novo, M G Penedo, M. Ortega |
| Journal | MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING |
| DOI | https://doi.org/10.1007/s11517-022-02742-6 |
End-to-end multi-task learning approaches for the joint epiretinal membrane segmentation and screening in OCT images
| Authors | M. Gende, J. de Moura, J. Novo, M. Ortega |
| Journal | COMPUTERIZED MEDICAL IMAGING AND GRAPHICS Vol. 98 (pages 102068 to 102081) |
| DOI | https://doi.org/10.1016/j.compmedimag.2022.102068 |
Automatic Segmentation and Intuitive Visualisation of the Epiretinal Membrane in 3D OCT Images Using Deep Convolutional Approaches
| Authors | M. Gende, J. de Moura, J. Novo, P. Charlón, M Ortega |
| Journal | IEEE Access Vol. 9 (pages 75993 to 76004) |
| DOI | https://doi.org/10.1109/access.2021.3082638 |
Fully Automatic Epiretinal Membrane Segmentation in OCT Scans Using Convolutional Networks
| Authors | M. Gende. J. de Moura. J. Novo. M. Ortega |
| Book |
AI Applications for Disease Diagnosis and Treatment Publishing: IGI Global. ISBN: 9781668423042 |
| Pages | From 88 to 121 |
High/Low Quality Style Transfer for Mutual Conversion of OCT Images Using Contrastive Unpaired Translation Generative Adversarial Networks
International Conference on Image Analysis and Processing - ICIAP 2022
International
| Authors | M. Gende, J. de Moura, J. Novo, M. Ortega |
| Place | Lecce (Italia) |
| DOI | https://doi.org/10.1007/978-3-031-06427-2_18 |
Impact of the Region of Analysis on the Performance of the Automatic Epiretinal Membrane Segmentation in OCT Images
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | M. Gende, D. I. Morís, J. de Moura, J. Novo, M. Ortega |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Performance Analysis of GAN Approaches in the Portable Chest X-ray Synthetic Image Generation for COVID-19 Screening
18th International Conference on Computer Aided Systems Theory - Eurocast'22
International
| Authors | D. I. Morís, M. Gende, J. de Moura, J. Novo, M. Ortega |
| Organization | Universidad de Las Palmas de Gran Canaria (ULPGC) |
| Place | Palmas de Gran Canaria, Las (España) |
Multi-task Convolutional Neural Networks for the End-to-end Simultaneous Segmentation and Screening of the Epiretinal Membrane in OCT Images
V XoveTIC Conference 2022
Autonomous
| Authors | M. Gende, Joaquim de Moura, Jorge Novo Buján, Manuel G. Penedo, Marcos Ortega Hortas |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Automatic Segmentation and Visualisation of the Epiretinal Membrane in OCT Scans Using Densely Connected Convolutional Networks
IV Congreso XoveTIC 2021
International
| Authors | M. Gende, J. de Moura, J. Novo, P. Charlón, M. Ortega |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007002 |
Academic or management positions held by teacher.